The EDGE grant is not a passive opportunity, it is a scoping challenge. The businesses that will claim the most from it after its 30 September 2026 launch are the ones that design their AI projects with the grant framework in mind from the start, not the ones that retrofit grant language onto a project that was already scoped.
Here is the stage-by-stage process for scoping an AI transformation project that qualifies under EDGE, drawn from first-hand experience with the EDG and PSG frameworks that EDGE replaces. EnterpriseSG has not published EDGE's full assessment criteria, so the structure below is built on what is confirmed plus the operating reality of EDG and PSG, and it is flagged where a detail is not confirmed rather than assumed.
Stage 1 - Identify the right EDGE business area before you design the project
EnterpriseSG structures EDGE around 8 business areas covering over 100 activities, not an informal three-way split. Seven are named on EnterpriseSG's own EDGE page: Automation & Digitalisation, Business Strategy, Financial Management, Innovation, Internationalisation, Standards, and Sustainability (the eighth is not spelled out in text as of this writing). AI transformation projects typically sit under Automation & Digitalisation, and often touch Business Strategy or Innovation where the work involves process redesign or workforce capability building alongside the technology. The business area you map to will determine eligible cost items and, for some activities, whether a pre-approved vendor list applies. Most AI projects that struggle at assessment do so because the scope was designed first and the framework fitted around it after the fact. Start with the business area.
Watch out: Do not assume 'AI project' means only Automation & Digitalisation. If the project involves redesigning how roles work, retraining staff, or changing organisational processes, it may also sit under Business Strategy or Innovation, which today (as EDG) can carry a different eligible-cost profile.
Stage 2 - Map the work to eligible cost categories
The two EDGE predecessors funded different things. EDG funds third-party consultancy, software and equipment, and internal manpower cost, with no pre-approved vendor list; management consultancy costs need a consultant with TR 43 or SS 680 certification. PSG funds a pre-approved solution from its vendor list. Under EDGE, eligible costs are set per activity: pre-approved digital solutions, for example, support software costs only, for up to 12 months, up to a maximum qualifying cost per activity, and whether pre-approved vendors apply depends on the activity selected. Do not carry either predecessor's cost rules into an EDGE budget as if they were confirmed. Map every cost line to the EDGE activity page it belongs to.
Watch out: A common scoping error: assuming a cost is covered, or not covered, because of how EDG or PSG treated it. EDG funded equipment and internal manpower cost; PSG funded only the listed solution. Check each cost line against the EDGE activity list rather than either old scheme.
Stage 3 - Establish baseline data before you start
Grant applications under EDG and PSG require baseline productivity data: what the current state looks like before the project, measured in terms of time, cost, headcount, or throughput. This is the evidence base for the grant assessor to evaluate whether the projected improvement is credible, and there is no published reason to expect EDGE to drop this requirement. Baseline data collected retrospectively (after the project has started) is weak, assessors know this, and it creates questions about objectivity. Measure now: identify the 3-5 KPIs your project will improve, measure them today, and document the methodology.
Watch out: If your project is a first-time technology deployment with no current-state baseline (e.g. you are building something that does not exist yet), frame your baseline around the cost of the manual process it replaces, or the market cost of the capability you are building in-house.
Stage 4 - Check the consultant question before signing any contracts
EDG requires that management consultancy costs in the grant scope be delivered by a consultant holding SAC-accredited TR 43 or SS 680 certification, verified via one of three registries including SBACC's PMC register. Under EDGE, the activity pages (read 30 September 2026) list "SS 680 certification" among the vendor documents required at application for Business Strategic Planning, Financial Framework and Corporate Strategy, Sustainability Strategy Development, International Branding, ISO/IEC 27001 and ISO/IEC 42001. Large-scale Digital Transformation does not list it. For activities where EnterpriseSG confirms a pre-approved vendor model applies, you need a vendor on that list. Read the activity page before you commit to a consultant engagement.
Watch out: Many excellent AI consultants are not on any certification registry. That does not make them less capable, but for the six EDGE consultancy activities that list SS 680 certification among the vendor documents, a consultant without it cannot supply that document. Check the activity page before committing spend on a consultancy-heavy scope.
Stage 5 - Structure your application around a credible business case
EDGE's own assessment criteria have not been published in detail. Based on how EDG and PSG are assessed today, expect scrutiny on: (a) the strength of the business case, why this project, why now, what problem it solves; (b) the credibility of the projected outcomes, whether the KPI improvements are realistic given the baseline; (c) the quality of the project plan, a clear implementation timeline, milestones and deliverables; and (d) the applicant's capability to execute, track record, resources and practitioner credentials. A good application is not a long one, it is a precise one that provides evidence rather than assertions.
Watch out: The most common reason applications are rejected or returned for revision today: vague outcome projections without a credible link to the baseline. 'We expect to be 30% more productive' is not enough. 'We process 200 invoices per week at an average of 15 minutes each; automating this will reduce per-invoice time to 3 minutes, a 5x improvement, equivalent to S$X in annual labour cost savings' is the standard.
Stage 6 - Plan the verification phase from Day 1
Grant disbursement under EDG and PSG requires post-project verification: evidence that the project was completed, deliverables were met, and, in some cases, that projected outcomes were achieved. Build the verification requirements into your project plan, not as an afterthought. This means keeping documentation of implementation milestones, collecting post-implementation KPI measurements against the same methodology as your baseline, and maintaining consultant/vendor deliverable records. There is no published reason to expect EDGE to relax this.
Watch out: Do not sign off project completion until all grant deliverables are documented and the outcome measurements are in place. Disbursement requires evidence, not just the assertion that the work is done.
What most people get wrong
- Designing the project first and retrofitting the grant framework around it. The right sequence is: understand the business area and eligible costs, then design a project that genuinely serves both your business objectives and the grant framework.
- Assuming EDGE has no consultant rule. EDGE's activity pages (read 30 September 2026) list "SS 680 certification" among the vendor documents required at application for Business Strategic Planning, Financial Framework and Corporate Strategy, Sustainability Strategy Development, International Branding, ISO/IEC 27001 and ISO/IEC 42001. Large-scale Digital Transformation does not list it.
- Skipping baseline measurement. Applications without credible baseline data produce weak outcome projections, which are a common reason for assessment delays and rejections under EDG and PSG today.
- Budgeting on the old schemes' cost rules. EDG funded software and equipment and internal manpower cost, while PSG funded only a pre-approved solution; EDGE's own cost rules come with its activity list, so check each cost line against that list.
- Treating the informal 'Digitalisation / Enterprise Efficiency / Overseas' cluster split as EnterpriseSG's own structure. It isn't; EnterpriseSG's own terms are 8 business areas covering over 100 activities.
The honest version
EDGE is a simplification of three existing grant schemes, not a new grant philosophy, but its detailed rules are still being published as the 30 September 2026 launch approaches. If you have successfully navigated PSG or EDG, EDGE will likely be familiar in spirit. If you are approaching enterprise grants for the first time, the same principles apply: scope precisely, confirm practitioner requirements rather than assume them, measure the baseline, and document everything. The grant value is real, up to S$100,000 a year is meaningful for most AI transformation budgets, but it requires treating the application as a professional project, not an administrative form.
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Sources: EnterpriseSG, IMDA, NTUC, Singapore Government open data. Factual content (grant rules, eligibility, vendor data, pricing) is sourced directly from official government portals and remains the copyright of those respective agencies. Analysis, commentary and editorial framing are the author's own. Always verify the latest on GoBusiness, EnterpriseSG, or SMEs Go Digital before applying.